Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-07-13 1.286609 1.584332 1.974015 2.540464 3.378904 4.642758 6.855184
2025-07-20 0.932243 1.264085 1.772077 2.677801 4.456193 8.472329 22.210343
2025-07-27 0.732159 1.049137 1.582222 2.670490 5.321036 14.108581 97.228691
2025-08-03 0.599414 0.888833 1.405700 2.562929 5.881304 21.609724 1337.631073
2025-08-10 0.526123 0.805139 1.332451 2.626474 7.061251 41.488396 NaN
2025-08-17 0.477996 0.752829 1.300393 2.770763 8.889362 109.952083 NaN
2025-08-24 0.430535 0.691347 1.230147 2.773521 10.259933 326.978832 NaN
2025-08-31 0.385767 0.627033 1.137053 2.661066 10.895719 1093.133660 NaN
2025-09-07 0.361987 0.599755 1.121161 2.791480 13.738165 NaN NaN
2025-09-14 0.336200 0.564322 1.077370 2.804391 15.970247 NaN NaN
2025-09-21 0.310148 0.524838 1.015419 2.720397 17.151931 NaN NaN
2025-09-28 0.288970 0.493021 0.966885 2.669061 18.832626 NaN NaN
2025-10-05 0.281235 0.489249 0.991434 2.949439 28.592924 NaN NaN
2025-10-12 0.269783 0.475939 0.987938 3.112563 40.260587 NaN NaN
2025-10-19 0.254773 0.452918 0.952793 3.101915 48.408485 NaN NaN
2025-10-26 0.238351 0.425065 0.899175 2.968127 50.439554 NaN NaN
2025-11-02 0.228662 0.411609 0.885192 3.046866 68.776253 NaN NaN
2025-11-09 0.221880 0.404094 0.887415 3.226491 114.056493 NaN NaN
2025-11-16 0.212157 0.388701 0.862901 3.229933 152.210910 NaN NaN
2025-11-23 0.200685 0.368215 0.819580 3.089828 157.368025 NaN NaN
2025-11-30 0.195449 0.362149 0.820740 3.252362 315.260107 NaN NaN
2025-12-07 0.188178 0.350527 0.802224 3.268496 507.705048 NaN NaN
2025-12-14 0.179644 0.335195 0.769545 3.163671 587.718802 NaN NaN